Dataset statistics
| Number of variables | 10 |
|---|---|
| Number of observations | 3276 |
| Missing cells | 1434 |
| Missing cells (%) | 4.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 419.2 KiB |
| Average record size in memory | 131.0 B |
Variable types
| Numeric | 9 |
|---|---|
| Categorical | 1 |
pH has 491 (15.0%) missing values | Missing |
Sulfatos has 781 (23.8%) missing values | Missing |
Trihalometanos has 162 (4.9%) missing values | Missing |
Sólidos has unique values | Unique |
Reproduction
| Analysis started | 2024-09-22 22:51:58.638335 |
|---|---|
| Analysis finished | 2024-09-22 22:52:05.009981 |
| Duration | 6.37 seconds |
| Software version | ydata-profiling vv4.10.0 |
| Download configuration | config.json |
pH
Real number (ℝ)
MISSING 
| Distinct | 699 |
|---|---|
| Distinct (%) | 25.1% |
| Missing | 491 |
| Missing (%) | 15.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.0808043 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.49 |
| Q1 | 6.09 |
| median | 7.04 |
| Q3 | 8.06 |
| 95-th percentile | 9.788 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 1.97 |
Descriptive statistics
| Standard deviation | 1.5943694 |
|---|---|
| Coefficient of variation (CV) | 0.22516784 |
| Kurtosis | 0.71974569 |
| Mean | 7.0808043 |
| Median Absolute Deviation (MAD) | 0.99 |
| Skewness | 0.025748718 |
| Sum | 19720.04 |
| Variance | 2.5420137 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.28 | 15 | 0.5% |
| 6.62 | 14 | 0.4% |
| 6.58 | 14 | 0.4% |
| 7.61 | 14 | 0.4% |
| 7.37 | 14 | 0.4% |
| 6.92 | 13 | 0.4% |
| 6.45 | 13 | 0.4% |
| 6.73 | 12 | 0.4% |
| 6.85 | 12 | 0.4% |
| 6.9 | 12 | 0.4% |
| Other values (689) | 2652 | |
| (Missing) | 491 | 15.0% |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.23 | 1 | |
| 0.98 | 1 | |
| 0.99 | 1 | |
| 1.43 | 1 | |
| 1.76 | 1 | |
| 1.84 | 1 | |
| 1.99 | 1 | |
| 2.13 | 1 | |
| 2.38 | 1 |
| Value | Count | Frequency (%) |
| 14 | 1 | |
| 13.54 | 1 | |
| 13.35 | 1 | |
| 13.18 | 1 | |
| 12.25 | 1 | |
| 11.91 | 1 | |
| 11.9 | 1 | |
| 11.62 | 1 | |
| 11.57 | 1 | |
| 11.56 | 1 |
Dureza
Real number (ℝ)
| Distinct | 2835 |
|---|---|
| Distinct (%) | 86.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 196.36948 |
| Minimum | 47.43 |
|---|---|
| Maximum | 323.12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | 47.43 |
|---|---|
| 5-th percentile | 141.7625 |
| Q1 | 176.8475 |
| median | 196.965 |
| Q3 | 216.67 |
| 95-th percentile | 249.61 |
| Maximum | 323.12 |
| Range | 275.69 |
| Interquartile range (IQR) | 39.8225 |
Descriptive statistics
| Standard deviation | 32.87968 |
|---|---|
| Coefficient of variation (CV) | 0.16743783 |
| Kurtosis | 0.61580528 |
| Mean | 196.36948 |
| Median Absolute Deviation (MAD) | 19.845 |
| Skewness | -0.039345376 |
| Sum | 643306.42 |
| Variance | 1081.0734 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 211.45 | 5 | 0.2% |
| 199.08 | 4 | 0.1% |
| 208.91 | 4 | 0.1% |
| 200.71 | 4 | 0.1% |
| 179.15 | 4 | 0.1% |
| 203.2 | 3 | 0.1% |
| 185.34 | 3 | 0.1% |
| 185.93 | 3 | 0.1% |
| 168.28 | 3 | 0.1% |
| 216.12 | 3 | 0.1% |
| Other values (2825) | 3240 |
| Value | Count | Frequency (%) |
| 47.43 | 1 | |
| 73.49 | 1 | |
| 77.46 | 1 | |
| 81.71 | 1 | |
| 94.09 | 1 | |
| 94.81 | 1 | |
| 94.91 | 1 | |
| 97.28 | 1 | |
| 98.37 | 1 | |
| 98.45 | 1 |
| Value | Count | Frequency (%) |
| 323.12 | 1 | |
| 317.34 | 1 | |
| 311.38 | 1 | |
| 308.25 | 1 | |
| 307.71 | 1 | |
| 306.63 | 1 | |
| 304.24 | 1 | |
| 303.7 | 1 | |
| 300.29 | 1 | |
| 298.1 | 1 |
Sólidos
Real number (ℝ)
UNIQUE 
| Distinct | 3276 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22014.092 |
| Minimum | 320.94 |
|---|---|
| Maximum | 61227.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | 320.94 |
|---|---|
| 5-th percentile | 9545.8125 |
| Q1 | 15666.688 |
| median | 20927.83 |
| Q3 | 27332.76 |
| 95-th percentile | 38474.988 |
| Maximum | 61227.2 |
| Range | 60906.26 |
| Interquartile range (IQR) | 11666.073 |
Descriptive statistics
| Standard deviation | 8768.5709 |
|---|---|
| Coefficient of variation (CV) | 0.39831626 |
| Kurtosis | 0.44282614 |
| Mean | 22014.092 |
| Median Absolute Deviation (MAD) | 5809.48 |
| Skewness | 0.62163449 |
| Sum | 72118167 |
| Variance | 76887835 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17404.18 | 1 | < 0.1% |
| 20791.32 | 1 | < 0.1% |
| 18630.06 | 1 | < 0.1% |
| 19909.54 | 1 | < 0.1% |
| 22018.42 | 1 | < 0.1% |
| 17978.99 | 1 | < 0.1% |
| 28748.69 | 1 | < 0.1% |
| 28749.72 | 1 | < 0.1% |
| 13672.09 | 1 | < 0.1% |
| 14285.58 | 1 | < 0.1% |
| Other values (3266) | 3266 |
| Value | Count | Frequency (%) |
| 320.94 | 1 | |
| 728.75 | 1 | |
| 1198.94 | 1 | |
| 1351.91 | 1 | |
| 1372.09 | 1 | |
| 2552.96 | 1 | |
| 2808.03 | 1 | |
| 2835.3 | 1 | |
| 2912.21 | 1 | |
| 3413.08 | 1 |
| Value | Count | Frequency (%) |
| 61227.2 | 1 | |
| 56867.86 | 1 | |
| 56488.67 | 1 | |
| 56351.4 | 1 | |
| 56320.59 | 1 | |
| 55334.7 | 1 | |
| 53735.9 | 1 | |
| 52318.92 | 1 | |
| 52060.23 | 1 | |
| 51731.82 | 1 |
Cloraminas
Real number (ℝ)
| Distinct | 722 |
|---|---|
| Distinct (%) | 22.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.1222405 |
| Minimum | 0.35 |
|---|---|
| Maximum | 13.13 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | 0.35 |
|---|---|
| 5-th percentile | 4.5 |
| Q1 | 6.13 |
| median | 7.13 |
| Q3 | 8.1125 |
| 95-th percentile | 9.75 |
| Maximum | 13.13 |
| Range | 12.78 |
| Interquartile range (IQR) | 1.9825 |
Descriptive statistics
| Standard deviation | 1.5831425 |
|---|---|
| Coefficient of variation (CV) | 0.22228153 |
| Kurtosis | 0.58992078 |
| Mean | 7.1222405 |
| Median Absolute Deviation (MAD) | 0.99 |
| Skewness | -0.012314856 |
| Sum | 23332.46 |
| Variance | 2.5063402 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.7 | 16 | 0.5% |
| 7.3 | 16 | 0.5% |
| 7.63 | 16 | 0.5% |
| 6.61 | 16 | 0.5% |
| 6.2 | 15 | 0.5% |
| 6.48 | 15 | 0.5% |
| 6.91 | 15 | 0.5% |
| 7.66 | 14 | 0.4% |
| 6.77 | 14 | 0.4% |
| 7.57 | 14 | 0.4% |
| Other values (712) | 3125 |
| Value | Count | Frequency (%) |
| 0.35 | 1 | |
| 0.53 | 1 | |
| 1.39 | 1 | |
| 1.68 | 1 | |
| 1.92 | 1 | |
| 2.1 | 1 | |
| 2.39 | 1 | |
| 2.4 | 1 | |
| 2.46 | 2 | |
| 2.48 | 1 |
| Value | Count | Frequency (%) |
| 13.13 | 1 | |
| 13.04 | 1 | |
| 12.91 | 1 | |
| 12.65 | 1 | |
| 12.63 | 1 | |
| 12.58 | 1 | |
| 12.36 | 1 | |
| 12.28 | 1 | |
| 12.25 | 1 | |
| 12.23 | 1 |
Sulfatos
Real number (ℝ)
MISSING 
| Distinct | 2303 |
|---|---|
| Distinct (%) | 92.3% |
| Missing | 781 |
| Missing (%) | 23.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 333.77578 |
| Minimum | 129 |
|---|---|
| Maximum | 481.03 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | 129 |
|---|---|
| 5-th percentile | 266.616 |
| Q1 | 307.695 |
| median | 333.07 |
| Q3 | 359.95 |
| 95-th percentile | 403.067 |
| Maximum | 481.03 |
| Range | 352.03 |
| Interquartile range (IQR) | 52.255 |
Descriptive statistics
| Standard deviation | 41.416864 |
|---|---|
| Coefficient of variation (CV) | 0.12408589 |
| Kurtosis | 0.64825871 |
| Mean | 333.77578 |
| Median Absolute Deviation (MAD) | 26.1 |
| Skewness | -0.035938422 |
| Sum | 832770.58 |
| Variance | 1715.3566 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 334.05 | 4 | 0.1% |
| 350.45 | 3 | 0.1% |
| 340.98 | 3 | 0.1% |
| 318.79 | 3 | 0.1% |
| 329.13 | 3 | 0.1% |
| 330.13 | 3 | 0.1% |
| 319.25 | 3 | 0.1% |
| 320.26 | 3 | 0.1% |
| 343.29 | 3 | 0.1% |
| 339.06 | 3 | 0.1% |
| Other values (2293) | 2464 | |
| (Missing) | 781 | 23.8% |
| Value | Count | Frequency (%) |
| 129 | 1 | |
| 180.21 | 1 | |
| 182.4 | 1 | |
| 187.17 | 1 | |
| 187.42 | 1 | |
| 192.03 | 1 | |
| 203.44 | 1 | |
| 205.94 | 1 | |
| 206.25 | 1 | |
| 207.89 | 1 |
| Value | Count | Frequency (%) |
| 481.03 | 1 | |
| 476.54 | 1 | |
| 475.74 | 1 | |
| 462.47 | 1 | |
| 460.11 | 1 | |
| 458.44 | 1 | |
| 455.45 | 1 | |
| 450.91 | 1 | |
| 449.27 | 1 | |
| 447.42 | 1 |
Conductividad
Real number (ℝ)
| Distinct | 3099 |
|---|---|
| Distinct (%) | 94.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 426.20517 |
| Minimum | 181.48 |
|---|---|
| Maximum | 753.34 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | 181.48 |
|---|---|
| 5-th percentile | 300.1125 |
| Q1 | 365.735 |
| median | 421.885 |
| Q3 | 481.79 |
| 95-th percentile | 566.35 |
| Maximum | 753.34 |
| Range | 571.86 |
| Interquartile range (IQR) | 116.055 |
Descriptive statistics
| Standard deviation | 80.824123 |
|---|---|
| Coefficient of variation (CV) | 0.18963665 |
| Kurtosis | -0.27709133 |
| Mean | 426.20517 |
| Median Absolute Deviation (MAD) | 57.89 |
| Skewness | 0.26448991 |
| Sum | 1396248.1 |
| Variance | 6532.5388 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 402.66 | 3 | 0.1% |
| 412.71 | 3 | 0.1% |
| 517.43 | 3 | 0.1% |
| 344.15 | 3 | 0.1% |
| 475.3 | 3 | 0.1% |
| 399.95 | 3 | 0.1% |
| 355.94 | 3 | 0.1% |
| 344.72 | 3 | 0.1% |
| 413 | 2 | 0.1% |
| 376.67 | 2 | 0.1% |
| Other values (3089) | 3248 |
| Value | Count | Frequency (%) |
| 181.48 | 1 | |
| 201.62 | 1 | |
| 210.32 | 1 | |
| 217.36 | 1 | |
| 232.61 | 1 | |
| 233.91 | 1 | |
| 235.04 | 1 | |
| 245.86 | 1 | |
| 247.92 | 1 | |
| 251.02 | 1 |
| Value | Count | Frequency (%) |
| 753.34 | 1 | |
| 708.23 | 1 | |
| 695.37 | 1 | |
| 674.44 | 1 | |
| 672.56 | 1 | |
| 669.73 | 1 | |
| 666.69 | 1 | |
| 660.25 | 1 | |
| 657.57 | 1 | |
| 656.92 | 1 |
Carbono_orgánico
Real number (ℝ)
| Distinct | 1235 |
|---|---|
| Distinct (%) | 37.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.284921 |
| Minimum | 2.2 |
|---|---|
| Maximum | 28.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | 2.2 |
|---|---|
| 5-th percentile | 8.8175 |
| Q1 | 12.07 |
| median | 14.22 |
| Q3 | 16.56 |
| 95-th percentile | 19.64 |
| Maximum | 28.3 |
| Range | 26.1 |
| Interquartile range (IQR) | 4.49 |
Descriptive statistics
| Standard deviation | 3.308232 |
|---|---|
| Coefficient of variation (CV) | 0.23158911 |
| Kurtosis | 0.044560751 |
| Mean | 14.284921 |
| Median Absolute Deviation (MAD) | 2.23 |
| Skewness | 0.025606746 |
| Sum | 46797.4 |
| Variance | 10.944399 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13.79 | 10 | 0.3% |
| 13.45 | 10 | 0.3% |
| 15.67 | 10 | 0.3% |
| 14.53 | 9 | 0.3% |
| 14.67 | 9 | 0.3% |
| 14.25 | 9 | 0.3% |
| 16.14 | 8 | 0.2% |
| 13.17 | 8 | 0.2% |
| 14.17 | 8 | 0.2% |
| 14.9 | 8 | 0.2% |
| Other values (1225) | 3187 |
| Value | Count | Frequency (%) |
| 2.2 | 1 | |
| 4.37 | 1 | |
| 4.47 | 2 | |
| 4.86 | 1 | |
| 4.9 | 1 | |
| 4.97 | 1 | |
| 5.05 | 1 | |
| 5.16 | 1 | |
| 5.19 | 1 | |
| 5.2 | 1 |
| Value | Count | Frequency (%) |
| 28.3 | 1 | |
| 27.01 | 1 | |
| 24.76 | 1 | |
| 23.95 | 1 | |
| 23.92 | 1 | |
| 23.67 | 1 | |
| 23.6 | 1 | |
| 23.57 | 1 | |
| 23.51 | 1 | |
| 23.4 | 1 |
Trihalometanos
Real number (ℝ)
MISSING 
| Distinct | 2403 |
|---|---|
| Distinct (%) | 77.2% |
| Missing | 162 |
| Missing (%) | 4.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66.396281 |
| Minimum | 0.74 |
|---|---|
| Maximum | 124 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | 0.74 |
|---|---|
| 5-th percentile | 39.55 |
| Q1 | 55.8475 |
| median | 66.62 |
| Q3 | 77.3375 |
| 95-th percentile | 92.128 |
| Maximum | 124 |
| Range | 123.26 |
| Interquartile range (IQR) | 21.49 |
Descriptive statistics
| Standard deviation | 16.174983 |
|---|---|
| Coefficient of variation (CV) | 0.24361278 |
| Kurtosis | 0.23855383 |
| Mean | 66.396281 |
| Median Absolute Deviation (MAD) | 10.74 |
| Skewness | -0.082998291 |
| Sum | 206758.02 |
| Variance | 261.63007 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 65.33 | 4 | 0.1% |
| 82.86 | 4 | 0.1% |
| 70.83 | 4 | 0.1% |
| 66.69 | 4 | 0.1% |
| 68.91 | 4 | 0.1% |
| 70.37 | 4 | 0.1% |
| 64.21 | 4 | 0.1% |
| 60.16 | 4 | 0.1% |
| 63.7 | 4 | 0.1% |
| 55.4 | 4 | 0.1% |
| Other values (2393) | 3074 | |
| (Missing) | 162 | 4.9% |
| Value | Count | Frequency (%) |
| 0.74 | 1 | |
| 8.18 | 1 | |
| 8.58 | 1 | |
| 14.34 | 1 | |
| 15.68 | 1 | |
| 16.29 | 1 | |
| 17 | 1 | |
| 17.53 | 1 | |
| 17.92 | 1 | |
| 18.02 | 1 |
| Value | Count | Frequency (%) |
| 124 | 1 | |
| 120.03 | 1 | |
| 118.36 | 1 | |
| 116.16 | 1 | |
| 114.21 | 1 | |
| 114.03 | 1 | |
| 113.05 | 1 | |
| 112.62 | 1 | |
| 112.41 | 1 | |
| 112.06 | 1 |
Turbidez
Real number (ℝ)
| Distinct | 403 |
|---|---|
| Distinct (%) | 12.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.9667308 |
| Minimum | 1.45 |
|---|---|
| Maximum | 6.74 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | 1.45 |
|---|---|
| 5-th percentile | 2.6875 |
| Q1 | 3.44 |
| median | 3.955 |
| Q3 | 4.5 |
| 95-th percentile | 5.22 |
| Maximum | 6.74 |
| Range | 5.29 |
| Interquartile range (IQR) | 1.06 |
Descriptive statistics
| Standard deviation | 0.78035425 |
|---|---|
| Coefficient of variation (CV) | 0.19672478 |
| Kurtosis | -0.06281802 |
| Mean | 3.9667308 |
| Median Absolute Deviation (MAD) | 0.535 |
| Skewness | -0.0079106728 |
| Sum | 12995.01 |
| Variance | 0.60895276 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.76 | 23 | 0.7% |
| 3.84 | 23 | 0.7% |
| 4.59 | 23 | 0.7% |
| 3.89 | 22 | 0.7% |
| 4.4 | 22 | 0.7% |
| 3.63 | 22 | 0.7% |
| 4.27 | 22 | 0.7% |
| 3.92 | 22 | 0.7% |
| 4.24 | 21 | 0.6% |
| 4.18 | 21 | 0.6% |
| Other values (393) | 3055 |
| Value | Count | Frequency (%) |
| 1.45 | 1 | |
| 1.49 | 1 | |
| 1.5 | 1 | |
| 1.64 | 1 | |
| 1.66 | 1 | |
| 1.68 | 1 | |
| 1.69 | 1 | |
| 1.8 | 1 | |
| 1.81 | 1 | |
| 1.84 | 1 |
| Value | Count | Frequency (%) |
| 6.74 | 1 | |
| 6.49 | 2 | |
| 6.39 | 1 | |
| 6.36 | 1 | |
| 6.31 | 1 | |
| 6.23 | 1 | |
| 6.2 | 1 | |
| 6.1 | 1 | |
| 6.08 | 1 | |
| 6.07 | 1 |
Potabilidad
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 188.9 KiB |
| NO | |
|---|---|
| SI |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 6552 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NO |
|---|---|
| 2nd row | NO |
| 3rd row | NO |
| 4th row | NO |
| 5th row | NO |
Common Values
| Value | Count | Frequency (%) |
| NO | 1998 | |
| SI | 1278 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| no | 1998 | |
| si | 1278 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 1998 | |
| O | 1998 | |
| S | 1278 | |
| I | 1278 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6552 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 1998 | |
| O | 1998 | |
| S | 1278 | |
| I | 1278 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6552 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 1998 | |
| O | 1998 | |
| S | 1278 | |
| I | 1278 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6552 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 1998 | |
| O | 1998 | |
| S | 1278 | |
| I | 1278 |
| Carbono_orgánico | Cloraminas | Conductividad | Dureza | Potabilidad | Sulfatos | Sólidos | Trihalometanos | Turbidez | pH | |
|---|---|---|---|---|---|---|---|---|---|---|
| Carbono_orgánico | 1.000 | -0.012 | 0.021 | 0.003 | 0.014 | 0.020 | 0.018 | -0.008 | -0.025 | 0.044 |
| Cloraminas | -0.012 | 1.000 | -0.017 | -0.025 | 0.078 | 0.037 | -0.055 | 0.018 | -0.008 | -0.042 |
| Conductividad | 0.021 | -0.017 | 1.000 | -0.033 | 0.000 | -0.022 | 0.021 | -0.004 | 0.010 | 0.017 |
| Dureza | 0.003 | -0.025 | -0.033 | 1.000 | 0.079 | -0.095 | -0.053 | -0.012 | -0.013 | 0.116 |
| Potabilidad | 0.014 | 0.078 | 0.000 | 0.079 | 1.000 | 0.151 | 0.025 | 0.000 | 0.000 | 0.085 |
| Sulfatos | 0.020 | 0.037 | -0.022 | -0.095 | 0.151 | 1.000 | -0.154 | -0.031 | -0.019 | 0.024 |
| Sólidos | 0.018 | -0.055 | 0.021 | -0.053 | 0.025 | -0.154 | 1.000 | -0.020 | 0.029 | -0.075 |
| Trihalometanos | -0.008 | 0.018 | -0.004 | -0.012 | 0.000 | -0.031 | -0.020 | 1.000 | -0.028 | 0.005 |
| Turbidez | -0.025 | -0.008 | 0.010 | -0.013 | 0.000 | -0.019 | 0.029 | -0.028 | 1.000 | -0.049 |
| pH | 0.044 | -0.042 | 0.017 | 0.116 | 0.085 | 0.024 | -0.075 | 0.005 | -0.049 | 1.000 |
| pH | Dureza | Sólidos | Cloraminas | Sulfatos | Conductividad | Carbono_orgánico | Trihalometanos | Turbidez | Potabilidad | |
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | NaN | 204.89 | 20791.32 | 7.30 | 368.52 | 564.31 | 10.38 | 86.99 | 2.96 | NO |
| 1 | 3.72 | 129.42 | 18630.06 | 6.64 | NaN | 592.89 | 15.18 | 56.33 | 4.50 | NO |
| 2 | 8.10 | 224.24 | 19909.54 | 9.28 | NaN | 418.61 | 16.87 | 66.42 | 3.06 | NO |
| 3 | 8.32 | 214.37 | 22018.42 | 8.06 | 356.89 | 363.27 | 18.44 | 100.34 | 4.63 | NO |
| 4 | 9.09 | 181.10 | 17978.99 | 6.55 | 310.14 | 398.41 | 11.56 | 32.00 | 4.08 | NO |
| 5 | 5.58 | 188.31 | 28748.69 | 7.54 | 326.68 | 280.47 | 8.40 | 54.92 | 2.56 | NO |
| 6 | 10.22 | 248.07 | 28749.72 | 7.51 | 393.66 | 283.65 | 13.79 | 84.60 | 2.67 | NO |
| 7 | 8.64 | 203.36 | 13672.09 | 4.56 | 303.31 | 474.61 | 12.36 | 62.80 | 4.40 | NO |
| 8 | NaN | 118.99 | 14285.58 | 7.80 | 268.65 | 389.38 | 12.71 | 53.93 | 3.60 | NO |
| 9 | 11.18 | 227.23 | 25484.51 | 9.08 | 404.04 | 563.89 | 17.93 | 71.98 | 4.37 | NO |
| pH | Dureza | Sólidos | Cloraminas | Sulfatos | Conductividad | Carbono_orgánico | Trihalometanos | Turbidez | Potabilidad | |
|---|---|---|---|---|---|---|---|---|---|---|
| 3266 | 8.37 | 169.09 | 14622.75 | 7.55 | NaN | 464.53 | 11.08 | 38.44 | 4.91 | SI |
| 3267 | 8.99 | 215.05 | 15921.41 | 6.30 | 312.93 | 390.41 | 9.90 | 55.07 | 4.61 | SI |
| 3268 | 6.70 | 207.32 | 17246.92 | 7.71 | 304.51 | 329.27 | 16.22 | 28.88 | 3.44 | SI |
| 3269 | 11.49 | 94.81 | 37188.83 | 9.26 | 258.93 | 439.89 | 16.17 | 41.56 | 4.37 | SI |
| 3270 | 6.07 | 186.66 | 26138.78 | 7.75 | 345.70 | 415.89 | 12.07 | 60.42 | 3.67 | SI |
| 3271 | 4.67 | 193.68 | 47580.99 | 7.17 | 359.95 | 526.42 | 13.89 | 66.69 | 4.44 | SI |
| 3272 | 7.81 | 193.55 | 17329.80 | 8.06 | NaN | 392.45 | 19.90 | NaN | 2.80 | SI |
| 3273 | 9.42 | 175.76 | 33155.58 | 7.35 | NaN | 432.04 | 11.04 | 69.85 | 3.30 | SI |
| 3274 | 5.13 | 230.60 | 11983.87 | 6.30 | NaN | 402.88 | 11.17 | 77.49 | 4.71 | SI |
| 3275 | 7.87 | 195.10 | 17404.18 | 7.51 | NaN | 327.46 | 16.14 | 78.70 | 2.31 | SI |